Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:34:40.740102Z
Paper Citation Record · LEDGER
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding
As of 18 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2608.11699.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
63 of 63 outbound references displayed
- verified exact5
- verified fuzzy34
- unresolved24
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b77e5efc-f083-43dc-bad5-f9cbb1675e3e · outbound
This paper cites 3d semantic parsing of large-scale indoor spaces.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding 3d semantic parsing of large-scale indoor spaces
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.535563Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c65ade-027b-4474-814b-3b5636b46319 · outbound
This paper cites ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.539314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b91323b1-41a8-41a7-991e-0e99fca9090c · outbound
This paper cites nuscenes: A multi- modal dataset for autonomous driving.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding nuscenes: A multi- modal dataset for autonomous driving
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.544018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e50c2633-2d43-4211-af2b-dfb755d32b9d · outbound
This paper cites Unsupervised learn- ing of visual features by contrasting cluster assignments.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Unsupervised learn- ing of visual features by contrasting cluster assignments
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.547556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cf6f4df-d9fe-4d0a-b197-e2228f35c20e · outbound
This paper cites Matterport3D: Learning from RGB-D Data in Indoor Environments.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Matterport3D: Learning from RGB-D Data in Indoor Environments
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.550851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb1b6fe-f1f7-468a-a60a-2f1cf5ef348d · outbound
This paper cites Point-moe: Towards cross-domain general- ization in 3d semantic segmentation via mixture-of-experts.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Point-moe: Towards cross-domain general- ization in 3d semantic segmentation via mixture-of-experts
Reference 6
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T00:34:41.031628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6d7227a-9a7e-4164-be6f-12c19a2f3312 · outbound
This paper cites Transiff: An instance-level feature fusion framework for vehicle- infrastructure cooperative 3d detection with transformers.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Transiff: An instance-level feature fusion framework for vehicle- infrastructure cooperative 3d detection with transformers
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.426900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae1b4b91-547e-4c61-9f14-68c52dbf52b2 · outbound
This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Scannet: Richly-annotated 3d reconstructions of indoor scenes
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.416913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8397f5c3-64d7-4323-a8b8-33d5b3bfaf8b · outbound
This paper cites Generalizable person re-identification with relevance-aware mixture of experts.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Generalizable person re-identification with relevance-aware mixture of experts
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.407576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 68f43098-7bbd-41a1-9695-28aa5bdf258b · outbound
This paper cites Switch transformers: Scaling to trillion parameter models with sim- ple and efficient sparsity.JMLR, 2022.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Switch transformers: Scaling to trillion parameter models with sim- ple and efficient sparsity.JMLR, 2022
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.398158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1b5fdeae-3dba-4382-9bfd-6fb8ff77b393 · outbound
This paper cites 3d-front: 3d furnished rooms with layouts and semantics.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding 3d-front: 3d furnished rooms with layouts and semantics
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.570712Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6edbd5ad-25f5-450d-b821-547c9e4d5a37 · outbound
This paper cites Pointinst3d: Segmenting 3d instances by points.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointinst3d: Segmenting 3d instances by points
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.383283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 704b03f3-16b4-4fef-8d39-b277e472e113 · outbound
This paper cites RopeBEV: A Multi-Camera Roadside Perception Network in Bird's-Eye-View.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding RopeBEV: A Multi-Camera Roadside Perception Network in Bird's-Eye-View
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.577954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81531f29-f5f1-47c5-be1b-423f9a16fc49 · outbound
This paper cites PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.581775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68c7e24b-f18d-4209-b6ee-73bcbb96e5ac · outbound
This paper cites You Only Gaussian Once: Controllable 3D Gaussian Splatting for Ultra-Densely Sampled Scenes.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding You Only Gaussian Once: Controllable 3D Gaussian Splatting for Ultra-Densely Sampled Scenes
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T00:34:40.949979Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1c6add88-ba99-4e94-a144-bb6bae9cf976 · outbound
This paper cites Pointgroup: Dual-set point grouping for 3d instance segmentation.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointgroup: Dual-set point grouping for 3d instance segmentation
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.373661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd871de7-7c34-4756-afdb-9686f83ee47b · outbound
This paper cites an unresolved cited work.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T00:34:41.363692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5de4ac7-d7b3-4673-a743-252145904b49 · outbound
This paper cites Danet: Dimen- sion apart network for radar object detection.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Danet: Dimen- sion apart network for radar object detection
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.354355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8415daee-61c7-4eea-8b7d-32bb62c7396e · outbound
This paper cites Sat2RealCity: Geometry-Aware and Appearance-Controllable 3D Urban Generation from Satellite Imagery.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Sat2RealCity: Geometry-Aware and Appearance-Controllable 3D Urban Generation from Satellite Imagery
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.597543Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab43aefe-1446-474d-b868-5eb607a27bc2 · outbound
This paper cites Unidet3d: Multi- dataset indoor 3d object detection.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Unidet3d: Multi- dataset indoor 3d object detection
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.600825Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1acb0f7-4c3b-4f12-b23c-74370399ed0d · outbound
This paper cites Dusa: Decoupled unsupervised sim2real adaptation for vehicle-to-everything collaborative perception.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Dusa: Decoupled unsupervised sim2real adaptation for vehicle-to-everything collaborative perception
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.338693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fe48bf5f-fc88-4a68-af0c-a2a7fabe1427 · outbound
This paper cites Pointpillars: Fast encoders for object detection from point clouds.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointpillars: Fast encoders for object detection from point clouds
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.329586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 706c6cfb-6cd0-4e4e-88d6-61c870561f58 · outbound
This paper cites Sparse Mixture-of-Experts are Domain Generalizable Learners.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Sparse Mixture-of-Experts are Domain Generalizable Learners
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.609920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6e880dc-246b-4e38-8225-a430b5a57d56 · outbound
This paper cites Ragtrack: Language-aware rgbt tracking with retrieval-augmented generation.arXiv preprint arXiv:2603.03617, 2026.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Ragtrack: Language-aware rgbt tracking with retrieval-augmented generation.arXiv preprint arXiv:2603.03617, 2026
Reference 24
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T00:34:40.912473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 94a018f2-b156-4d74-8b54-3e4d88c5e63f · outbound
This paper cites Cadtrack: Learning contextual aggregation with deformable alignment for robust rgbt tracking.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Cadtrack: Learning contextual aggregation with deformable alignment for robust rgbt tracking
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.320025Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 62f3a162-914f-40d1-a78c-b02ff1e95eb2 · outbound
This paper cites Monolss: Learnable sample selection for monocular 3d detection.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Monolss: Learnable sample selection for monocular 3d detection
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.310179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1a2ba0f2-be41-4df2-864d-2708f3c7f9e8 · outbound
This paper cites Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T00:34:40.844036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 321d912f-f4ff-479b-98ee-ac67f5f417cd · outbound
This paper cites LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding LLaVA-SP: Enhancing Visual Representation with Visual Spatial Tokens for MLLMs
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T00:34:40.830381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 048b7e9e-b488-491f-a030-b80b7626843d · outbound
This paper cites Spatiallm: Train- ing large language models for structured indoor modeling.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Spatiallm: Train- ing large language models for structured indoor modeling
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.300863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0b1d00b8-cf37-434a-848c-189e1cabbf04 · outbound
This paper cites Representation Learning with Contrastive Predictive Coding.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Representation Learning with Contrastive Predictive Coding
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.633775Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 574091de-7f6d-4ca7-8b8d-af016ad5598f · outbound
This paper cites an unresolved cited work.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.637749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33594673-a763-414d-b251-30ecfce97622 · outbound
This paper cites Masked autoencoders for point cloud self-supervised learning.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Masked autoencoders for point cloud self-supervised learning
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.285913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2dd2527e-32ca-47ef-9c7d-3edc7a5b48af · outbound
This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointnet: Deep learning on point sets for 3d classification and segmentation
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.276196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35bab1e5-e501-48e4-bc54-af25e3779e41 · outbound
This paper cites Pointnet++: Deep hierarchical feature learning on point sets in a metric space.NeurIPS, 2017.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointnet++: Deep hierarchical feature learning on point sets in a metric space.NeurIPS, 2017
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.267032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1599a0f1-91b3-4fae-bb45-8f2ec2434aae · outbound
This paper cites Pointnext: Revisiting pointnet++ with improved training and scaling strategies.NeurIPS, 2022.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointnext: Revisiting pointnet++ with improved training and scaling strategies.NeurIPS, 2022
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.257232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7bdbaf60-20f2-45c5-a1a9-19495fb02933 · outbound
This paper cites Qwen2.5 technical report, 2025.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Qwen2.5 technical report, 2025
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.247947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0aa11008-897a-48ab-9938-fb0a8e9bd95c · outbound
This paper cites Spreading vectors for similarity search.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Spreading vectors for similarity search
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.656356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0ecfe72-3b71-4be0-9c42-d58065811e38 · outbound
This paper cites Pv-rcnn: Point- voxel feature set abstraction for 3d object detection.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pv-rcnn: Point- voxel feature set abstraction for 3d object detection
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.238904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 341786e8-e779-4d3b-b8ad-d813501045f5 · outbound
This paper cites Open-transmind: A new baseline and benchmark for 1st foundation model challenge of intelligent transportation.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Open-transmind: A new baseline and benchmark for 1st foundation model challenge of intelligent transportation
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.229705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 57b7a321-d478-4609-ac64-deae620b26cb · outbound
This paper cites Mdt3d: Multi-dataset training for lidar 3d object detection generalization.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Mdt3d: Multi-dataset training for lidar 3d object detection generalization
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.220139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 786aa616-f621-41b6-9385-ae01f7716465 · outbound
This paper cites Scalability in perception for autonomous driving: Waymo open dataset.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Scalability in perception for autonomous driving: Waymo open dataset
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.669424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39fe9dfb-7653-4b86-ad0e-1c05cce32dff · outbound
This paper cites Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results.NeurIPS, 2017.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results.NeurIPS, 2017
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.672600Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5dadde5-2170-434f-baf5-24196fcf9a7b · outbound
This paper cites Kpconv: Flexible and deformable convolution for point clouds.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Kpconv: Flexible and deformable convolution for point clouds
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.199821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 31813a17-c91b-418d-90e5-c642b4667513 · outbound
This paper cites Rt- detrv3: Real-time end-to-end object detection with hierarchi- cal dense positive supervision.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Rt- detrv3: Real-time end-to-end object detection with hierarchi- cal dense positive supervision
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.190797Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0baa74de-7f79-4b99-aea9-fdd076d5bbc9 · outbound
This paper cites ArtifactWorld: Scaling 3D Gaussian Splatting Artifact Restoration via Video Generation Models.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding ArtifactWorld: Scaling 3D Gaussian Splatting Artifact Restoration via Video Generation Models
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.682102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 108c3bac-3f87-452c-be91-f1297c87c382 · outbound
This paper cites One for all: Multi-domain joint training for point cloud based 3d object detection.Advances in Neural Infor- mation Processing Systems, 37:56859–56877, 2024.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding One for all: Multi-domain joint training for point cloud based 3d object detection.Advances in Neural Infor- mation Processing Systems, 37:56859–56877, 2024
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.180849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 053cea47-7799-44a2-a456-aeddc9bfd14d · outbound
This paper cites Point transformer v2: Grouped vector atten- tion and partition-based pooling.NeurIPS, 2022.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Point transformer v2: Grouped vector atten- tion and partition-based pooling.NeurIPS, 2022
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.171102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 746dc86d-8ed6-40ef-aade-33e95a87a6ec · outbound
This paper cites Point transformer v3: Simpler faster stronger.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Point transformer v3: Simpler faster stronger
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.161614Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b317b37-9026-430b-8a78-7d5a354d6c13 · outbound
This paper cites Towards large- scale 3d representation learning with multi-dataset point prompt training.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Towards large- scale 3d representation learning with multi-dataset point prompt training
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.152285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 38248708-b750-4ee0-b7b1-c379cd0d9913 · outbound
This paper cites Sonata: Self- supervised learning of reliable point representations.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Sonata: Self- supervised learning of reliable point representations
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.143061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cdce4008-7b9a-4e82-8b4e-46d156933c51 · outbound
This paper cites Beyondsparse: Facilitating mamba to enhance cross-domain 3d semantic segmentation in adverse weather.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Beyondsparse: Facilitating mamba to enhance cross-domain 3d semantic segmentation in adverse weather
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.133470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 67dee731-fc03-4b5c-bfdb-f01a1d7c8832 · outbound
This paper cites Vit-comer: Vision transformer with convolu- tional multi-scale feature interaction for dense predictions.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Vit-comer: Vision transformer with convolu- tional multi-scale feature interaction for dense predictions
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.704165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 171f4e50-5a52-4bb4-a127-30473877ca46 · outbound
This paper cites Pointcontrast: Unsupervised pre- training for 3d point cloud understanding.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Pointcontrast: Unsupervised pre- training for 3d point cloud understanding
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.118819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3b5506c0-fd64-4bbc-9149-3d93e590fe91 · outbound
This paper cites AdaptSplat: Adapting Vision Foundation Models for Feed-Forward 3D Gaussian Splatting.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding AdaptSplat: Adapting Vision Foundation Models for Feed-Forward 3D Gaussian Splatting
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.710399Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3449f6b0-61c7-4c0f-858e-251342b9c9ac · outbound
This paper cites Cbdmoe: Consistent-but-diverse mixture of ex- perts for domain generalization.IEEE Transactions on Mul- timedia, 26:9814–9824, 2024.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Cbdmoe: Consistent-but-diverse mixture of ex- perts for domain generalization.IEEE Transactions on Mul- timedia, 26:9814–9824, 2024
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.109261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7697e855-6bcf-49c9-81eb-9e5c84bbd7de · outbound
This paper cites Limoe: Mixture of lidar representation learners from automotive scenes.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Limoe: Mixture of lidar representation learners from automotive scenes
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.099008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 29f7f49b-dec4-4934-9756-ee7a184d82ea · outbound
This paper cites Habitat-matterport 3d semantics dataset.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Habitat-matterport 3d semantics dataset
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.719796Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b94eee98-4b4f-493f-aa4f-c646dde3aa67 · outbound
This paper cites Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Uni3D-MoE: Scalable Multimodal 3D Scene Understanding via Mixture of Experts
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.722994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ee9bcfa-e4c2-473e-9202-0874d8f11b15 · outbound
This paper cites Con- certo: Joint 2d-3d self-supervised learning emerges spatial representations.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Con- certo: Joint 2d-3d self-supervised learning emerges spatial representations
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.084042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 78133ed3-e316-4083-aa16-0eba3929c27f · outbound
This paper cites Structured3d: A large photo-realistic dataset for structured 3d modeling.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Structured3d: A large photo-realistic dataset for structured 3d modeling
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.729489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a838894-840f-4048-806c-ad0094793ddb · outbound
This paper cites Meta-dmoe: Adapting to domain shift by meta- distillation from mixture-of-experts.Advances in Neural In- formation Processing Systems, 35:22243–22257, 2022.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Meta-dmoe: Adapting to domain shift by meta- distillation from mixture-of-experts.Advances in Neural In- formation Processing Systems, 35:22243–22257, 2022
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.068774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fd452d89-3560-498b-9302-949abb87083f · outbound
This paper cites Uni3D: Exploring Unified 3D Representation at Scale.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding Uni3D: Exploring Unified 3D Representation at Scale
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:34:40.736464Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d909fe2-310a-47a9-999d-3f315f81fa03 · outbound
This paper cites V oxelnet: End-to-end learning for point cloud based 3d object detection.
STAR: A Spatial-Topology Aware Routing Framework for Generalizable 3D Scene Understanding V oxelnet: End-to-end learning for point cloud based 3d object detection
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:34:41.059119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.